{"id":"W2784374229","doi":"10.4309/jgi.2018.38.2","title":"What Characterizes Excessive Online Stock Trading? A Qualitative Study","year":2018,"lang":"en","type":"article","venue":"Journal of Gambling Issues","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Humanities; Context (archaeology); Philosophy; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008560974,0.0002583408,0.0005879903,0.0004094316,0.0001506791,0.0002156221,0.0003323178,0.000102877,0.0007463561],"category_scores_gemma":[0.00009729661,0.0001992042,0.0001856002,0.0002874244,0.0001335211,0.0007326472,0.00003507308,0.0003470852,0.0000992936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006503108,"about_ca_system_score_gemma":0.00004266929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000844274,"about_ca_topic_score_gemma":0.00003451042,"domain_scores_codex":[0.9976479,0.000460952,0.0007857258,0.0002763489,0.0004948493,0.0003342084],"domain_scores_gemma":[0.9979171,0.0001917476,0.0008203966,0.0002953035,0.0006159282,0.0001595881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001225699,0.007520636,0.04776849,0.00001279543,0.001233253,0.0008781414,0.919601,3.054817e-7,0.002788874,0.00005260503,0.001545033,0.01737315],"study_design_scores_gemma":[0.006668841,0.01296212,0.2644772,0.000539651,0.000694106,0.000345103,0.7085282,0.000009942733,0.001455592,0.0005992758,0.003242884,0.0004771343],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934601,0.001313007,0.00004345431,0.0005572186,0.004178643,0.0002440837,0.00001234654,0.00003592181,0.0001552266],"genre_scores_gemma":[0.9952302,0.00007891092,0.0006331504,0.00009564068,0.001537659,0.000008788455,0.000006173046,0.00004041167,0.00236909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2167087,"threshold_uncertainty_score":0.8172076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4198242988778245,"score_gpt":0.5542243138888939,"score_spread":0.1344000150110694,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}